Balancing the data term of graph-cuts algorithm to improve segmentation of hepatic vascular structures.

Purpose: The accurate delineation of hepatic vessels is important to diagnosis and treatment planning. To improve the segmentation of these vessels and extract small structures, we adaptively calculate the data term in conventional graph-cuts algorithm.

Method: To assign higher costs to the data term in small vessel regions, we estimate the statistical parameters of the vessel adaptively.